Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005099

The MH-36 locality cells most similar to this Sangli cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.258

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003598

distance 0.258

#2 · Sanglicell 4930003934

distance 0.258

#3 · Sanglicell 4930005565

distance 0.263

#4 · Sanglicell 4930005956

distance 0.266

#5 · Sanglicell 4930004296

distance 0.269

#6 · Sanglicell 4930004834

distance 0.272

#7 · Sanglicell 4930002204

distance 0.278

#8 · Sanglicell 4930004565

distance 0.279

#9 · Jalgaoncell 4780006237

distance 0.279 · cross-district

#10 · Nashikcell 4870006012

distance 0.28 · cross-district

#11 · Nashikcell 4870007048

distance 0.281 · cross-district

#12 · Ahmednagarcell 4660011079

distance 0.282 · cross-district

#13 · Solapurcell 4960007066

distance 0.286 · cross-district

#14 · Nashikcell 4870006750

distance 0.287 · cross-district

#15 · Nashikcell 4870006293

distance 0.288 · cross-district

#16 · Sanglicell 4930003933

distance 0.289

#17 · Sanglicell 4930004093

distance 0.289

#18 · Sanglicell 4930000855

distance 0.294

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":493,"cluster_id":4930005099}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.